Implement

Implement is an AI Engineering skill for Claude Code, published by stevesolun in ctx.

578 stars71 forkson stevesolun/ctxAdded 2026/08/25+1% in starsRepository updated 2026/08/24

agentsai-agentsanthropicautomationclaudeclaude-codecontext-managementdeveloper-toolsharnessknowledge-graphllmllm-wikimcpmicro-skillsobsidianreal-timerecommendation-engineskill-managementskillswiki

Install in seconds

Install Implement

Copy Implement into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/stevesolun/ctx/tree/main/.agents/skills/implement ~/.claude/skills/implement

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/stevesolun/ctx.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: .agents/skills/implement/SKILL.md in stevesolun/ctx
Installs to: ~/.claude/skills/implement
Collection: One of 25 skills cataloged from this repository
Category: AI Engineering — 2451 skills

What Implement does

Implement carries out planned work from a spec, ticket, or agreed conversation into code. Use it when you want an existing plan turned into the smallest coherent change and verified with tests or checks.

Implement is cataloged under AI Engineering on DirSkills. Implement comes from a repository tagged agents, ai-agents, anthropic, automation and claude.

Documentation

README

Excerpt

Implement planned work

Confirm the intended outcome and inspect the relevant code, tests, and repository conventions. Resolve ambiguity only when it would materially change the result; otherwise make a reasonable scoped assumption and proceed.

Implement the smallest coherent change that satisfies the source requirements. Use test-first development when requested or when a focused failing test is the clearest feedback loop. Avoid speculative abstractions and unrelated cleanup.

Validate the changed surface proportionally: start with focused evidence and expand to broader checks when risk or repository contracts justify it. Use a separate review when semantic risk remains or the user requests one.

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Implement

What else does stevesolun publish alongside Implement?
Implement is one of 25 skills that DirSkills catalogs from stevesolun/ctx, the repository it ships in. Its siblings there include Ask Matt, Code Review and Codebase Design. Each one is a separate skill with its own page in this directory, installs the same way Implement does, and is maintained by stevesolun in that same repository. The rest of the collection is listed on the stevesolun/ctx page.
How does Implement compare to other AI Engineering skills?
Implement ranks #1988 by stars among the 2451 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Implement against them. Open each page to compare what they document and how they install.